Trelis/eval-ursa-2-enhanced-multimed-hard-20260408-1933

---
tags:
- whisper
- evaluation
- speech
- speech-to-text
---
# Evaluation Results: ursa-2-enhanced

Evaluation results from Whisper model evaluation.

## Summary

| Model | WER | CER |
|-------|-----|-----|
| [speechmatics/ursa-2-enhanced](https://huggingface.co/speechmatics/ursa-2-enhanced) | 10.46% | 6.03% |

## Source Data

- **Evaluation Dataset:** [Trelis/multimed-hard](https://huggingface.co/datasets/Trelis/multimed-hard)
- **Model Evaluated:** [speechmatics/ursa-2-enhanced](https://huggingface.co/speechmatics/ursa-2-enhanced)

## Columns

| Column | Description |
|--------|-------------|
| `audio` | Audio sample (if available from source dataset) |
| `reference` | Ground truth transcription |
| `prediction` | Model prediction |
| `wer` | Word Error Rate for this sample |
| `cer` | Character Error Rate for this sample |

| `entities` | Entity annotations from source dataset |
| `entity_cer` | Per-sample entity CER (-1.0 if no entities) |

## Entity CER

**Overall Entity CER:** 19.55%

| Category | CER |
|----------|-----|
| anatomy | 25.11% |
| biomarker | 15.13% |
| condition | 14.82% |
| drug | 0.00% |
| organisation | 44.55% |
| procedure | 20.71% |

---
*Generated by [Trelis Studio](https://studio.trelis.com)*

---
tags:
- Whisper语音识别模型（Whisper）
- 评测
- 语音
- 语音转文字（Speech-to-Text）
---
# 评测结果：ursa-2-enhanced

本结果来自Whisper模型的评测。

## 总结

| 模型 | 词错误率（Word Error Rate, WER） | 字符错误率（Character Error Rate, CER） |
|-------|-----|-----|
| [speechmatics/ursa-2-enhanced](https://huggingface.co/speechmatics/ursa-2-enhanced) | 10.46% | 6.03% |

## 源数据集

- **评测数据集：** [Trelis/multimed-hard](https://huggingface.co/datasets/Trelis/multimed-hard)
- **被评测模型：** [speechmatics/ursa-2-enhanced](https://huggingface.co/speechmatics/ursa-2-enhanced)

## 字段说明

| 字段名 | 描述 |
|--------|-------------|
| `audio` | 音频样本（若源数据集提供） |
| `reference` | 基准真值转录文本 |
| `prediction` | 模型预测转录文本 |
| `wer` | 单样本词错误率 |
| `cer` | 单样本字符错误率 |
| `entities` | 源数据集自带的实体标注 |
| `entity_cer` | 单样本实体字符错误率（若无实体则取值为-1.0） |

## 实体字符错误率

**整体实体字符错误率：** 19.55%

| 类别 | CER |
|----------|-----|
| 解剖学（anatomy） | 25.11% |
| 生物标志物（biomarker） | 15.13% |
| 病症（condition） | 14.82% |
| 药物（drug） | 0.00% |
| 组织机构（organisation） | 44.55% |
| 诊疗操作（procedure） | 20.71% |

---
*由 [Trelis Studio](https://studio.trelis.com) 生成*